Image Processing and Machine Learning, Volume 1 (Hardcover)

Erik Cuevas

ISBN 10: 103223458X / ISBN 13: 9781032234588

Verlag: Taylor & Francis Ltd, London, 2024

Beschreibung

Hardcover. Image processing and machine learning are used in conjunction to analyze and understand images. Where image processing is used to pre-process images using techniques such as filtering, segmentation, and feature extraction, machine learning algorithms are used to interpret the processed data through classification, clustering, and object detection. This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches.Divided into two volumes, this first installment explores the fundamental concepts and techniques in image processing, starting with pixel operations and their properties and exploring spatial filtering, edge detection, image segmentation, corner detection, and geometric transformations. It provides a solid foundation for readers interested in understanding the core principles and practical applications of image processing, establishing the essential groundwork necessary for further explorations covered in Volume 2.Written with instructors and students of image processing in mind, this books intuitive organization also contains appeal for app developers and engineers. This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Bestandsnummer des Verkäufers 9781032234588

Bibliografische Details

Titel: Image Processing and Machine Learning, ...

Verlag: Taylor & Francis Ltd, London

Erscheinungsdatum: 2024

Einband: Hardcover

Zustand: new

Über diesen Titel

Inhaltsangabe:

This book serves as a textbook for students and instructors of image processing, covering the theoretical foundations and practical applications of some of the most prevalent image processing methods and approaches.

Über die Autorin bzw. den Autor:

Erik Cuevas, Alma Nayeli Rodríguez